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Losers and losses of COVID-19: a directed technical change analysis with fiscal and monetary policies

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  • Oscar Afonso

    (University of Porto)

Abstract

We develop a directed technical change growth model with both public and private sectors. Due to the COVID-19 pandemic, labor productivity and R &D activity in the private sector are considered to have a negative shock. The former shock causes an immediate fall in the private premium, which can be reversed during transition dynamics towards the steady-state. Fiscal policies are materialized in direct and indirect R &D subsidies, and the monetary policies consist of relaxing cash-in-advance restrictions. An appropriate fiscal policy, together or not with monetary policy, can restore the pre-shock situation. Monetary policy is reinforced in the presence of monetary-transaction costs on consumption and of money-in-the-utility function.

Suggested Citation

  • Oscar Afonso, 2023. "Losers and losses of COVID-19: a directed technical change analysis with fiscal and monetary policies," Economic Change and Restructuring, Springer, vol. 56(3), pages 1777-1821, June.
    • Handle: RePEc:kap:ecopln:v:56:y:2023:i:3:d:10.1007_s10644-023-09486-9
    DOI: 10.1007/s10644-023-09486-9
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    as
    1. Martin Falk, 2006. "What drives business Research and Development (R&D) intensity across Organisation for Economic Co-operation and Development (OECD) countries?," Applied Economics, Taylor & Francis Journals, vol. 38(5), pages 533-547.
    2. Alberto Alesina & Enrico Spolaore, 1997. "On the Number and Size of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1027-1056.
    3. Robert S. Pindyck & Andrés Solimano, 1993. "Economic Instability and Aggregate Investment," NBER Chapters, in: NBER Macroeconomics Annual 1993, Volume 8, pages 259-318, National Bureau of Economic Research, Inc.
    4. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    5. Miguel Molico, 2006. "The Distribution Of Money And Prices In Search Equilibrium," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(3), pages 701-722, August.
    6. Akinsola Foluso A. & Odhiambo Nicholas M., 2017. "Inflation and Economic Growth: a Review of The International Literature," Comparative Economic Research, Sciendo, vol. 20(3), pages 41-56, September.
    7. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    8. Oscar Afonso, 2006. "Skill-biased technological knowledge without scale effects," Applied Economics, Taylor & Francis Journals, vol. 38(1), pages 13-21.
    9. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    10. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    11. Giulia Giupponi & Camille Landais, 2023. "Subsidizing Labour Hoarding in Recessions: The Employment and Welfare Effects of Short-time Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(4), pages 1963-2005.
    12. repec:hal:spmain:info:hdl:2441/6596a4s9af8lt872jnqvm5jg73 is not listed on IDEAS
    13. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    14. Feenstra, Robert C., 1986. "Functional equivalence between liquidity costs and the utility of money," Journal of Monetary Economics, Elsevier, vol. 17(2), pages 271-291, March.
    15. Jones, Charles I & Williams, John C, 2000. "Too Much of a Good Thing? The Economics of Investment in R&D," Journal of Economic Growth, Springer, vol. 5(1), pages 65-85, March.
    16. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    17. Zeng, Jinli & Zhang, Jie, 2007. "Subsidies in an R&D growth model with elastic labor," Journal of Economic Dynamics and Control, Elsevier, vol. 31(3), pages 861-886, March.
    18. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 563-606.
    19. Raj Chetty, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Econometrica, Econometric Society, vol. 80(3), pages 969-1018, May.
    20. repec:hal:wpspec:info:hdl:2441/6596a4s9af8lt872jnqvm5jg73 is not listed on IDEAS
    21. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    22. Jess Benhabib & Mark M. Spiegel, 2009. "Moderate Inflation and the Deflation–Depression Link," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 787-798, June.
    23. Bertinelli, Luisito & Cardi, Olivier & Sen, Partha, 2013. "Deregulation shock in product market and unemployment," Journal of Economic Dynamics and Control, Elsevier, vol. 37(4), pages 711-734.
    24. Pierre Cahuc & Francis Kramarz & Sandra Nevoux, 2018. "When Short-Time Work Works," SciencePo Working papers Main hal-03393127, HAL.
    25. Chu, Angus C. & Ning, Lei & Zhu, Dongming, 2019. "Human Capital And Innovation In A Monetary Schumpeterian Growth Model," Macroeconomic Dynamics, Cambridge University Press, vol. 23(5), pages 1875-1894, July.
    26. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    27. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    28. Antonio Falato & Jae W. Sim, 2014. "Why Do Innovative Firms Hold So Much Cash? Evidence from Changes in State R&D Tax Credits," Finance and Economics Discussion Series 2014-72, Board of Governors of the Federal Reserve System (U.S.).
    29. Peretto, Pietro F., 2007. "Corporate taxes, growth and welfare in a Schumpeterian economy," Journal of Economic Theory, Elsevier, vol. 137(1), pages 353-382, November.
    30. Oscar Afonso & Rui Henrique Alves, 2009. "Endogenous growth and European fiscal rules," Applied Economics, Taylor & Francis Journals, vol. 41(7), pages 849-858.
    31. Afonso, Oscar & Pinho, Mafalda, 2022. "How to reverse a negative asymmetric labor productivity shock in the European Union? A directed technical change analysis with fiscal and monetary policies," Mathematical Social Sciences, Elsevier, vol. 116(C), pages 47-67.
    32. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    33. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    34. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    35. Angus C. Chu & Ching‐Chong Lai, 2013. "Money and the Welfare Cost of Inflation in an R&D Growth Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(1), pages 233-249, February.
    36. Chiu, Jonathan & Molico, Miguel, 2010. "Liquidity, redistribution, and the welfare cost of inflation," Journal of Monetary Economics, Elsevier, vol. 57(4), pages 428-438, May.
    37. Bruno, Michael & Easterly, William, 1998. "Inflation crises and long-run growth," Journal of Monetary Economics, Elsevier, vol. 41(1), pages 3-26, February.
    38. Elias Dinopoulos & Peter Thompson, 1999. "Scale effects in Schumpeterian models of economic growth," Journal of Evolutionary Economics, Springer, vol. 9(2), pages 157-185.
    39. Afonso, Oscar & Alves, Rui Henrique & Vasconcelos, Paulo B., 2009. "Public deficits and economic growth," Economic Modelling, Elsevier, vol. 26(5), pages 1101-1109, September.
    40. Pietro F. Peretto, 2011. "The Growth and Welfare Effects of Deficit‐Financed Dividend Tax Cuts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(5), pages 835-869, August.
    41. Peretto, Pietro F, 2003. "Fiscal Policy and Long-Run Growth in R&D-Based Models with Endogenous Market Structure," Journal of Economic Growth, Springer, vol. 8(3), pages 325-347, September.
    42. Lawrence J. Christiano & Martin S. Eichenbaum & Mathias Trabandt, 2015. "Understanding the Great Recession," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 110-167, January.
    43. John Huizinga, 1993. "Inflation uncertainty, relative price uncertainty, and investment in U.S. manufacturing," Proceedings, Federal Reserve Bank of Cleveland, pages 521-557.
    44. Wen, Yi, 2015. "Money, liquidity and welfare," European Economic Review, Elsevier, vol. 76(C), pages 1-24.
    45. Chu, Angus C. & Ji, Lei, 2016. "Monetary Policy And Endogenous Market Structure In A Schumpeterian Economy," Macroeconomic Dynamics, Cambridge University Press, vol. 20(5), pages 1127-1145, July.
    46. Erosa, Andres & Ventura, Gustavo, 2002. "On inflation as a regressive consumption tax," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 761-795, May.
    47. Fischer, Stanley, 1993. "The role of macroeconomic factors in growth," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 485-512, December.
    48. Andrew Atkeson & Ariel Burstein, 2019. "Aggregate Implications of Innovation Policy," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2625-2683.
    49. Paul Segerstrom & Elias Dinopoulos, 1999. "A Schumpeterian Model of Protection and Relative Wages," American Economic Review, American Economic Association, vol. 89(3), pages 450-472, June.
    50. Ben S. Bernanke & Frederic S. Mishkin, 1997. "Inflation Targeting: A New Framework for Monetary Policy?," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 97-116, Spring.
    51. Chu, Angus C. & Cozzi, Guido & Furukawa, Yuichi & Liao, Chih-Hsing, 2017. "Inflation and economic growth in a Schumpeterian model with endogenous entry of heterogeneous firms," European Economic Review, Elsevier, vol. 98(C), pages 392-409.
    52. Neto, Antonio & Afonso, Oscar & Silva, Sandra T., 2019. "How Powerful Are Trade Unions? A Skill-Biased Technological Change Approach," Macroeconomic Dynamics, Cambridge University Press, vol. 23(2), pages 730-774, March.
    53. Mikkelson, Wayne H. & Partch, M. Megan, 2003. "Do Persistent Large Cash Reserves Hinder Performance?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(2), pages 275-294, June.
    54. Afonso, Oscar & Magalhäes, Manuela, 2020. "How Powerful Are Network Effects? A Skill-Biased Technological Change Approach," Macroeconomic Dynamics, Cambridge University Press, vol. 24(4), pages 882-919, June.
    55. Guido Cozzi & Giammario Impullitti, 2010. "Government Spending Composition, Technical Change, and Wage Inequality," Journal of the European Economic Association, MIT Press, vol. 8(6), pages 1325-1358, December.
    56. Huizinga, John, 1993. "Inflation Uncertainty, Relative Price Uncertainty, and Investment in U.S. Manufacturing," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 521-549, August.
    57. Imrohoroglu, Ayse, 1992. "The welfare cost of inflation under imperfect insurance," Journal of Economic Dynamics and Control, Elsevier, vol. 16(1), pages 79-91, January.
    58. Akyol, Ahmet, 2004. "Optimal monetary policy in an economy with incomplete markets and idiosyncratic risk," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1245-1269, September.
    59. Louis Christofides & Maria Michael, 2013. "Exploring the public-private sector wage gap in European countries," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-53, December.
    60. Boel, Paola & Camera, Gabriele, 2009. "Financial sophistication and the distribution of the welfare cost of inflation," Journal of Monetary Economics, Elsevier, vol. 56(7), pages 968-978, October.
    61. Jun-Ichi Itaya, 1998. "Money, Neutrality of Consumption Taxes, and Growth in Intertemporal Optimizing Models," The Japanese Economic Review, Japanese Economic Association, vol. 49(4), pages 395-411, December.
    62. Brown, James R. & Petersen, Bruce C., 2015. "Which investments do firms protect? Liquidity management and real adjustments when access to finance falls sharply," Journal of Financial Intermediation, Elsevier, vol. 24(4), pages 441-465.
    63. Titan Alon & Matthias Doepke & Jane Olmstead-Rumsey & Michèle Tertilt, 2020. "The Impact of COVID-19 on Gender Equality," CRC TR 224 Discussion Paper Series crctr224_2020_163, University of Bonn and University of Mannheim, Germany.
    64. Hilary Hoynes & Douglas L. Miller & Jessamyn Schaller, 2012. "Who Suffers during Recessions?," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 27-48, Summer.
    65. Anthony Saunders & Sascha Steffen, 2011. "The Costs of Being Private: Evidence from the Loan Market," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4091-4122.
    66. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    67. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    68. David McLean, R., 2011. "Share issuance and cash savings," Journal of Financial Economics, Elsevier, vol. 99(3), pages 693-715, March.
    69. Stockman, Alan C., 1981. "Anticipated inflation and the capital stock in a cash in-advance economy," Journal of Monetary Economics, Elsevier, vol. 8(3), pages 387-393.
    70. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    71. Lai, Ching-Chong & Chin, Chi-Ting, 2013. "Monetary Rules And Endogenous Growth In An Open Economy," Macroeconomic Dynamics, Cambridge University Press, vol. 17(2), pages 431-463, March.
    72. Wang, Ping & Yip, Chong K, 1992. "Alternative Approaches to Money and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 24(4), pages 553-562, November.
    73. Michael, Maria & Christofides, Louis N., 2020. "The impact of austerity measures on the public - private sector wage gap in Europe," Labour Economics, Elsevier, vol. 63(C).
    74. Pedro S. Amaral, 2017. "Monetary Policy and Inequality," Economic Commentary, Federal Reserve Bank of Cleveland, issue January.
    75. Ching-chong Lai & Chi-ting Chin, 2010. "(In)determinacy, increasing returns, and the optimality of the Friedman rule in an endogenously growing open economy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 44(1), pages 69-100, July.
    76. Afonso, Oscar, 2008. "The impact of government intervention on wage inequality without scale effects," Economic Modelling, Elsevier, vol. 25(2), pages 351-362, March.
    77. Landais, Camille & Giupponi, Giulia, 2018. "Subsidizing Labor Hoarding in Recessions: The Employment & Welfare Effects of Short Time Work," CEPR Discussion Papers 13310, C.E.P.R. Discussion Papers.
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    More about this item

    Keywords

    Public and private sectors; Fiscal and monetary policies; Technological-knowledge gap; Wage inequality; Numerical computations;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory

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